generated: '2026-07-20'
method: derived
status: candidate
source: openapi/memories-platform-openapi.json, openapi/memories-stream-understanding-openapi.json
note: No official hosted/remote MCP server was found for Memories.ai (the provider ships an Agent Skill
  / OpenClaw skill and a CLI instead). The tool list below is a candidate derived one-to-one from OpenAPI
  operations, to seed an MCP server. Bearer sk-mavi- API key in the Authorization header.
server:
  name: memories
  transport: http
tools:
- name: add_memory
  description: Add a memory entry.
  source_operation: openapi/memories-platform-openapi.json#add_memory
- name: list_memories
  description: List memory entries.
  source_operation: openapi/memories-platform-openapi.json#list_memories
- name: search_memories
  description: Search memories.
  source_operation: openapi/memories-platform-openapi.json#search_memories
- name: upload_video_from_file
  description: Upload a local video file to the private library for indexing.
  source_operation: openapi/memories-platform-openapi.json#upload_video_from_file
- name: upload_video_from_url
  description: Upload a video by URL for indexing.
  source_operation: openapi/memories-platform-openapi.json#upload_video_from_url
- name: upload_image_from_file
  description: Upload images to the private image library.
  source_operation: openapi/memories-platform-openapi.json#upload_image_from_file
- name: search_private_library
  description: Semantic text search across the private video library.
  source_operation: openapi/memories-platform-openapi.json#search_private_library
- name: search_public_library
  description: Semantic text search across the public video library.
  source_operation: openapi/memories-platform-openapi.json#search_public_library
- name: search_clips_by_image
  description: Find matching clips within a video using a query image.
  source_operation: openapi/memories-platform-openapi.json#search_clips_by_image
- name: search_audio_transcripts
  description: Keyword search across stored audio transcripts.
  source_operation: openapi/memories-platform-openapi.json#search_audio_transcripts
- name: get_video_metadata
  description: Fetch metadata for a single video.
  source_operation: openapi/memories-platform-openapi.json#get_video_metadata
- name: list_videos
  description: Browse and filter the private video library.
  source_operation: openapi/memories-platform-openapi.json#list_videos
- name: get_video_caption
  description: Retrieve the auto-generated visual caption for a video.
  source_operation: openapi/memories-platform-openapi.json#get_video_caption
- name: get_audio_transcription
  description: Retrieve the speech-to-text transcription of a video.
  source_operation: openapi/memories-platform-openapi.json#get_audio_transcription
- name: video_chat
  description: Chat over a video's understood content.
  source_operation: openapi/memories-platform-openapi.json#video_chat
- name: get_task_status
  description: Query the status of an async task.
  source_operation: openapi/memories-platform-openapi.json#get_task_status
- name: delete_videos
  description: Delete videos from the private library.
  source_operation: openapi/memories-platform-openapi.json#delete_videos
- name: startStreamUnderstanding
  description: Start real-time AI analysis on a live RTMP stream.
  source_operation: openapi/memories-stream-understanding-openapi.json#startStreamUnderstanding
- name: stopStreamUnderstanding
  description: Stop an active live-stream understanding task.
  source_operation: openapi/memories-stream-understanding-openapi.json#stopStreamUnderstanding
deployment:
  mode: none
  verified: derived
  tools: 19
  checked: '2026-08-12'
  source: catalog MCP census